Master Linear Programming in Python with PuLP

Beginner

13 Lessons

Certificate of Completion

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

5 Playgrounds

This course includes

5 Playgrounds

Course Overview

We make optimization decisions every day. To improve the performance of your applications, computers need to do the same. This course will help you optimize computing functions through the open-source Python library PuLP. In this course, you’ll learn about linear programming, an optimization approach that maximizes or minimizes functions through defined algebra, and the PuLP library along with its various optimizers available via APIs. You’ll identify the variables and constraints of computing functions an...Show More

What You'll Learn

Get introduced to different solvers and algorithms for optimization

Solve real-world linear optimization examples

Learn how to use the PuLP library for linear optimization

What You'll Learn

Get introduced to different solvers and algorithms for optimization

Course Content

Introduction to Linear Programming and Optimization Real-life Examples of Linear Programming in Python Introduction to Python and PuLP Linear Programming Algorithms Solvers in PuLP Problem: Maximizing Car Sales Profits Using PuLP Quiz: Linear Programming, Python, and PuLP Problem: Solving Sudoku Using PuLP, Part I Problem: Solving Sudoku Using PuLP, Part II Problem: Balancing Chemical Equations, Part I Problem: Balancing Chemical Equations, Part II Quiz Congratulations!

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Anthony Walker

@_webarchitect_

Emma Bostian 🐞

@EmmaBostian

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